Big Mistake
noun
A 間違い is a mistake. A big mistake is a big mistake.
The reading is 大 and 間違い put together into one not so mistaken word.
彼女をデートに誘ったが、それは大間違いだった。
I asked her to go out with me, but it was a big mistake.